8 Plots for Explaining Linear Regression to a Layman

Explain regression to a non-technical audience with residual, weight, effect and SHAP plots

(source: flaticon under Premium Plan)

“And don’t use any math” was my manager’s instruction.

How else am I supposed to explain how regression works!?